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arXiv stat.ML · Papers

Cross-Cluster Weighted Forests

arXiv:2105.07610v5 Announce Type: replace Abstract: Building trustworthy machine learning algorithms for biological applications requires adapting to data heterogeneity from different sources, batches, distributions, or studies. We propose the 'Cross-Cluster Weighted Forest' (CCWF), an ensembling approach that explicit